Pharmacological TreatmentsType 2 Diabetes (T2D)
Research Summary
Analyzed using Evidence Intelligence™

Empagliflozin reduces mortality in real-world type 2 diabetes patients, including those excluded from pivotal trials

Last updated May 4, 2026

Key finding

A trial emulation using UK primary care data from 62,503 people with type 2 diabetes found that empagliflozin reduced the risk of death by 24% compared with DPP-4 inhibitors, with consistent benefits in patients who would have been excluded from the original EMPA-REG trial.

Researchers used UK electronic health records to estimate how well empagliflozin works in real-world patients with type 2 diabetes, including the 83% who would not have qualified for the original EMPA-REG trial. Over up to 9.6 years of follow-up, empagliflozin reduced the risk of death by 24% compared with an older drug class, with consistent benefits across all patient groups.

Quick read

Study at a glance

The essential study design details in one scan.

EvidenceScore™

Moderate

Study type

Cohort

Follow-up

Long-Term (> 12 mo)

Risk of bias

Some Concerns

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Plain-language summary

What this paper says

A plain-language read of the study’s main message and where it applies.

Study focus

A trial emulation using UK primary care data from 62,503 people with type 2 diabetes found that empagliflozin reduced the risk of death by 24% compared with DPP-4 inhibitors, with consistent benefits in patients who would have been excluded from the original EMPA-REG trial.

Published in

Journal Reference

Publication details and source links for this paper.

Ryan DK, Keogh RH, Williamson E, et al. Enhancing evidence-based care using trial emulation in electronic health records: real-world effects of empagliflozin in people with type 2 diabetes. BMJ Open Diabetes Res Care. 2026;14(1):e005672. doi:10.1136/bmjdrc-2025-005672

Main Effects

All-cause mortality ↓ by 24% with empagliflozin vs DPP-4 inhibitors (aHR 0.76)

Consistent benefit in RCT-ineligible patients (83% of real-world users)

NNT of 47 to prevent one death over 3 years

Evidence network

How this study fits

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Evidence Context

This study contributes evidence to Empagliflozin and All-cause mortality.

Primary intervention

Empagliflozin

Primary outcomes

  • All-cause mortality

Primary intervention

Primary outcomes

Evidence relationships

Intervention and outcome relationships this study adds to the evidence network.

1
Evidence pairs
1
Relationships
2
Evidence topics
contributes_evidence

Editorial context

Why this study matters

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Evidence network role

This section describes how the study fits into the current evidence network. It does not determine whether an intervention works on its own.

Limited contributionLow confidenceNetwork score: 22

2

Related topics

1

Evidence pairs

61

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 1 evidence relationship
  • Linked to 2 direct semantic evidence topics

Topic contributions

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

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Primary evidence

Evidence relationship

SGLT2 Inhibitors and Cardiovascular Outcomes

Related evidence

Evidence topic

Cardiovascular Risk

Save evidence

Evidence topic

SGLT2 Inhibitors

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Core evidence

Study findings

The primary outcomes reported in this study.

All-cause mortality

Empagliflozin → All-cause mortality

Empagliflozin → All-cause mortality

Evidence Intelligence™
EvidenceScore™
55
Emerging
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
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Evidence Library

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evidence suggest

Evidence Suggest

  • Empagliflozin was associated with significantly lower all-cause mortality compared with DPP-4 inhibitors across the full study population (adjusted HR 0.76, 95% CI 0.69 to 0.83).
  • The mortality benefit was consistent regardless of whether patients met EMPA-REG RCT eligibility criteria (p-interaction=0.27), supporting broader real-world use.
  • Sensitivity analyses using IPTW and E-values confirmed the robustness of findings against potential unmeasured confounding.
who this applies

Who this applies to

These findings apply to adults with type 2 diabetes who are candidates for SGLT2 inhibitor therapy, including those without established cardiovascular disease. The results are most relevant to patients managed in primary care settings similar to the UK healthcare system, given the use of THIN database data from 2014 to 2022.

keep in mind

Keep in Mind

This was not a randomized trial - it used statistical methods to try to replicate what an RCT would find. The active comparator design (DPP-4 inhibitors vs placebo) helps reduce bias, but unmeasured factors like frailty could still affect results. The study did not examine safety outcomes or other SGLT2 inhibitors besides empagliflozin.

between the lines

Between the Lines

  • Observational design means residual confounding is possible despite rigorous methods.
  • Cause-specific mortality data were not available, so only all-cause mortality could be assessed.
  • The study used UK primary care data, so results may not apply to all healthcare settings.
  • Safety outcomes were not assessed in this analysis.

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Connected Evidence

Explore related studies, evidence collections, and research questions.

Relationships organized using the Dediabetes Evidence Intelligence™ framework.

This study contributes to evidence on SGLT2 Inhibitors and Cardiovascular Outcomes.

Related evidence relationships

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This study contributes to the evidence on the following intervention-outcome relationships.

Questions answered by this study

Generated from the study's connected evidence using Evidence Intelligence™.

Does SGLT2 Inhibitors improve cardiovascular outcomes?

Strong Evidence

SGLT2 Inhibitors may improve Cardiovascular Outcomes.

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    All-cause mortality

    EvidenceScore™ Emerging | EvidenceScore™ 54.5 | strong positive | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on 5 supporting studies with generally consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
5 supporting studiesUpdated: Jul 2026
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